{"id":"W4235999002","doi":"10.21810/strm.v7i2.147","title":"Public Event: Workshop: The Cultural Politics of Climate Change: What is Next for the Planet’s Future?","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Politics; Planet; Climate change; Event (particle physics); Political science; Media studies; Sociology; Astronomy; Geology; Oceanography; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078368,0.0001257107,0.000173221,0.00002326656,0.0004571106,0.0001439806,0.001282657,0.0000641851,0.0001074426],"category_scores_gemma":[0.00006881062,0.00006769703,0.0001577438,0.0001686951,0.0004052041,0.001514017,0.001083331,0.000264787,0.000007260236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689937,"about_ca_system_score_gemma":0.0000236062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001944175,"about_ca_topic_score_gemma":0.0001670531,"domain_scores_codex":[0.9986844,0.0001706843,0.00045244,0.00009678389,0.0003465781,0.0002491254],"domain_scores_gemma":[0.9979703,0.0003751507,0.0006981731,0.0007014525,0.0001682035,0.00008665878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001303532,0.001140727,0.01542307,0.0001646655,0.0002825799,0.000005998436,0.5209989,0.001179685,0.0001097807,0.007287126,0.04840164,0.4037023],"study_design_scores_gemma":[0.001128031,0.0006677811,0.02048258,0.0003608885,0.0001404214,0.0001676431,0.8941188,0.002535949,0.0002064017,0.02647711,0.05347397,0.0002404419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336315,0.01450024,0.00008702018,0.1490566,0.0006324922,0.0006039413,0.00004485922,0.000009877892,0.001433451],"genre_scores_gemma":[0.9888513,0.01028398,0.0001630062,0.0003056469,0.0002677566,0.00003173045,0.00001482874,0.000009978226,0.00007173689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4034619,"threshold_uncertainty_score":0.3515771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09101574219060754,"score_gpt":0.3423718883870228,"score_spread":0.2513561461964153,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}